Pascal VOC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Pascal VOC (Novel Split 3)
72.6AP50
11
PASCAL VOC 19+1
77.1mAP@0.5 (1-19)
10
Pascal VOC 2007
89.01Top-1 Accuracy
10
PASCAL VOC PAS-20
95mIoU
10
PASCAL VOC 10+10 classes
75.3mAP@0.5 (1-10)
10
PASCAL VOC 2012
87.9Accuracy (Bbox)
10
PASCAL VOC 2007 (test)
68.6AP (Small Bottle)
10
PASCAL VOC
19ARI
10
PASCAL VOC 2012
92.7mIoU (Seen)
10
Pascal VOC 11 steps overlapped 10-1 (test)
83.33mIoU (Classes 1-10)
10
PASCAL VOC 2012 x8 (test)
63.3mIoU
10
PASCAL VOC 2012 x4 (test)
63.3mIoU
10
PASCAL VOC x8 scale 2012 (test)
36.7mAP
10
PASCAL VOC x4 scale 2012 (test)
36.7mAP
10
Pascal VOC 1464 labels
87.3mIoU
10
Pascal VOC Single Positive Label 2007
91.2mAP
10
PASCAL VOC Original (1/2 partition) 2012 (train)
79.1mIoU
10
PASCAL VOC Original (1/4 partition) 2012 (train)
77.4mIoU
10
PASCAL VOC Original (1/8 partition) 2012 (train)
74.4mIoU
10
PASCAL VOC Original (1/16 partition) 2012 (train)
70.2mIoU
10
PASCAL VOC 2012
88.7Accuracy
10
Pascal VOC 15-5 scenario, 2 steps 2012
82.7mIoU (0-15)
10
Pascal VOC 19-1 scenario, 2 steps 2012
81mIoU (Classes 0-19)
10
Pascal VOC 5-3 scenario 6 steps 2012
81.4mIoU (0-5)
10
Pascal VOC 2-2 scenario, 10 steps 2012
76.5mIoU (classes 0-2)
10